Issue No. 10 - October (2007 vol. 29)
This paper explores the manipulation of time in video editing, enabling to control the chronological time of events. These time manipulations include slowing down (or postponing) some dynamic events while speeding up (or advancing) others. When a video camera scans a scene, aligning all the events to a single time interval will result in a panoramic movie. Time manipulations are obtained by first constructing an aligned space-time volume from the input video, and then sweeping a continuous 2D slice (time front) through that volume, generating a new sequence of images. For dynamic scenes, aligning the input video frames poses an important challenge. We propose to align dynamic scenes using a new notion of "dynamics constancy", which is more appropriate for this task than the traditional assumption of "brightness constancy".Another challenge is to avoid visual seams inside moving objects and other visual artifacts resulting from sweeping the space-time volumes with time fronts of arbitrary geometry. To avoid such artifacts, we formulate the problem of finding optimal time front geometry as one of finding a minimal cut in a 4D graph, and solve it using max-flow methods.
video mosaicing, dynamic scene, video editing, graph cuts, panoramic mosaicing, time manipulations, space-time volume
Alex Rav-Acha, Shmuel Peleg, Dani Lischinski, Yael Pritch, "Dynamosaicing: Mosaicing of Dynamic Scenes", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. 29, no. , pp. 1789-1801, October 2007, doi:10.1109/TPAMI.2007.1091